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Double the Insight with Half the Effort
AI Revolutionising Breast Cancer Screening
Sam Jenkins
August 02, 2023
Today’s Edition
Hey there! Welcome to today's edition, packed with all the hottest news from the world of AI.
📖 We examine how AI's role in Breast Cancer Screening Competes with Two Radiologists. Early results from a major trial indicate that AI technology can reduce the human workload by almost 50%.
🖥️ Today’s product section features Superhuman & Hoppy Copy. Superhuman stands as the unrivaled email client on the planet, with AI that revolutionises email writing and responding. Hoppy Copy, on the other hand, empowers you to craft superior email campaigns at a pace 10 times faster.
👩🏼💻 I've found today’s prompt an invaluable tool for swiftly honing my abilities in unfamiliar subjects and becoming proficient in the specific vocabulary of a new field or topic.
🎤 Most valuable media features midjourney creating a breathtaking Porsche 911 press shot and tune in to Joscha Bach's engaging discussion about AI and life on the Lex Fridman Podcast.
So grab a cup of coffee, sit back, and let's dive into the fascinating world of AI together. Enjoy!
Jenko
Double the Insight with Half the Effort
AI Revolutionising Breast Cancer Screening. Preliminary results from major trial show use of technology almost halves human workload
Over recent months, we've explored various avenues where AI is set to enhance our lives. However, one domain where it's poised to be truly game-changing is in healthcare. A recent trial underscores this belief, revealing that the use of AI in breast cancer screening not only upholds safety standards but also has the potential to cut radiologists' workload by almost half.
Breast cancer stands as the most common cancer across the globe, affecting over 2.3 million women annually as per the World Health Organisation's data. Early detection through screening can significantly enhance prognosis and lower mortality rates by identifying breast cancer during its initial, more manageable stages. The preliminary findings of a substantial study show that AI-based screening can match the efficiency of two collaborating radiologists, without elevating false positives and simultaneously reducing the workload by almost half.
Published in The Lancet Oncology, the interim safety analysis results from the first-ever randomised controlled trial of this nature involved over 80,000 women.
Study Details
Previous research focused on AI's capacity to diagnose breast cancer was retrospective, using scans previously reviewed by doctors.
This novel study, following Swedish women averaging 54 years old, contrasted AI-aided screening directly with traditional care.
Half the scans underwent evaluation by two radiologists, and the remaining were appraised by AI-supported screening, subsequently interpreted by one or two radiologists.
Key Outcomes
AI-supported screening identified cancer in 244 women (28%) compared to 203 women (25%) in standard screening, leading to 41 additional cancers being detected, including 19 invasive and 22 in situ cancers.
No increase in false positives (scans wrongly diagnosed as abnormal) occurred, with both groups experiencing a 1.5% false-positive rate.
The AI group experienced 36,886 fewer screen readings, translating to a 44% reduction in radiologists' screen-reading workload.
This groundbreaking research emphasises the vital role of AI in breast cancer detection. By matching the effectiveness of human experts without sacrificing accuracy, and significantly reducing the workload of radiologists, AI marks a revolutionary method for early cancer detection.
These findings lay a strong foundation for incorporating AI into screening procedures, potentially transforming global healthcare strategies in battling breast cancer. Furthermore, this success with AI undoubtedly paves the way for similar advancements in combating other prevalent diseases.
While I often find myself excited about the possibilities of AI in the business realm, it's truly challenging to suppress the enthusiasm for the opportunities that AI presents in forging a path to a healthier world.
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A day in the life of AI
Every day, we will showcase a workflow or task designed to help you save time in your job or personal life. Becoming skilled at promoting can be a superpower, so the goal of this section is to help you improve in this area for both personal and professional growth.
Personal or Professional: Professional
Workflow/Task: Master the vocabulary of a subject
Task time before AI: A few hours
Task Time with AI: <2 minutes
I've discovered that this prompt is extremely useful for quickly enhancing my skills in a new area and mastering the terminology specific to that subject.
Create a list of essential terms and jargon related to [topic]. Include definitions and examples for each term to help me understand their meanings and usage.
Most Valuable Media (MVM)
Most Valuable Image (MVI)
These images were created with Midjourney via the following prompt: Press Image of an Porsche 911 standing in a warehouse. --ar 4:5 --style raw
Courtesy of Nicolas Neubert
Most Valuable Tweet (MVT)
in true irony: the more thoughtful a thank you note sounds in the modern age, the more certain AI wrote it
— scott belsky (@scottbelsky)
6:24 PM • Jul 30, 2023